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cognitive-toolkit
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TreeLLi
commented
Apr 17, 2018
There are several places you hard coded the configurations of network architecture in the main program.
They are:
- The input dimension of Fast-RCNN, which is coded as [4096, ]. But it should be possible to be other numbers, e.g. if i want to use ResNet ended with dimension [1000, ].
- The spatial_scale of RoiPooling layer, which is coded as 1/16. But in my understanding, this rat
This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN
python
flask
machine-learning
ai
deep-learning
cntk
kudu
ml
image-classification
api-rest
object-detection
restful-api
web-service
azure-web
azure-webapp
azure-web-app-service
fasterrcnn
cognitive-toolkit
cntk-model
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Feb 5, 2018 - Python
C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential multi-output model, agent teachers, policy gradients, actor-critic etc. Contains helpers for work with dataset (split, statistics, SMOTE etc). Allows train, evaluate and inference deep neural networks in style similar to Keras.
c-sharp
machine-learning
deep-neural-networks
deep-learning
cntk
deep-learning-library
cognitive-toolkit
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Updated
May 7, 2020 - C#
A С# adapter to query Intento API – a single API to Cognitive AI services from many vendors
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Apr 15, 2020 - C#
A JS adapter to query Intento API – a single API to Cognitive AI services from many vendors
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Jun 7, 2020 - JavaScript
Porting of the CNTK RNN Python example to C# API
c-sharp
machine-learning
deep-learning
neural-network
cntk
recurrent-neural-networks
cognitive-toolkit
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Nov 14, 2017 - C#
Machine learning for multimedia
machine-learning
ai
multimedia
cntk
cnn
dataset
image-classification
video-classification
cognitive-toolkit
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Jun 13, 2018 - Jupyter Notebook
CNTK Deep Neural Network Builder
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Updated
Apr 23, 2018 - C#
CNTKのチュートリアルの日本語訳 (Japanese translation of CNTK tutorials)
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Feb 25, 2018 - Jupyter Notebook
c-sharp
machine-learning
deep-neural-networks
deep-learning
cntk
mnist
mnist-classifier
cognitive-toolkit
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Apr 23, 2018 - C#
Cognitive CSharpKit (Cognitive ToolkitのC#ラッパー)
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Jun 28, 2019 - C#
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What's the ETA for updating the massively outdated documentation?
Please update all documents that are related building CNTK from source with latest CUDA dependencies that are indicated in CNTK.Common.props and CNTK.Cpp.props.
I tried to build from source, but it's a futile effort.